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66d7e70806
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Add expected summary output to unit tests for examples in documentation
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2022-10-19 08:49:44 +11:00 |
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d5ce46f6d0
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Add example code/output to documentation
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2022-10-19 08:49:44 +11:00 |
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62c23efebc
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Align tabular p values in plaintext output
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2022-10-19 08:49:44 +11:00 |
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a484b6205c
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Add option to make __repr__ print the summary
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2022-10-19 08:49:44 +11:00 |
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57189990d6
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Write Sphinx documentation
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2022-10-19 08:49:44 +11:00 |
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7730ce476a
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Make PyCryptodome an optional dependency
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2022-10-19 08:49:44 +11:00 |
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3626d3037f
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Disallow specifying a salt for pickle_write_encrypted
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2022-10-19 08:49:43 +11:00 |
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12a0707998
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Move ConfidenceInterval to yli.utils
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2022-10-19 08:49:43 +11:00 |
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6d1802fbaf
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Add README.md
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2022-10-17 20:38:05 +11:00 |
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afc0a724fe
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Add README.md
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2022-10-17 20:35:11 +11:00 |
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ca521ae529
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Make mpmath optional dependency
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2022-10-17 20:35:04 +11:00 |
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7a93355dab
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Show covariance matrix type in regression results
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2022-10-17 20:34:58 +11:00 |
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b24f675d57
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Don't show SciPy optimisation message in regression
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2022-10-17 20:34:36 +11:00 |
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4340be165b
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Fix RegressionResult.bayesfactor_beta_zero for categorical terms
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2022-10-16 02:49:43 +11:00 |
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78944c7966
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Implement yli.logit_then_regress
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2022-10-16 02:31:37 +11:00 |
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5cd04c3f6c
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Report if robust covariance matrix in regression
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2022-10-16 02:31:23 +11:00 |
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6206723713
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Add model_kwargs, fit_kwargs and common arguments to yli.regress
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2022-10-16 02:31:08 +11:00 |
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f407c5a44f
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Move dof_resid below dof_model in regression output
dof_model is the numerator in the F test so this makes more sense
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2022-10-16 02:30:24 +11:00 |
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349eebb202
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Rename δ -> Δμ for clarity
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2022-10-16 01:44:05 +11:00 |
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8d40e9db8b
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Improve formatting of tabular p values
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2022-10-15 23:30:41 +11:00 |
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a2442214ed
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Observe config.alpha for significance tests and regression
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2022-10-15 23:24:29 +11:00 |
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bf5cc434b5
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Allow customising p value formatting
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2022-10-15 23:11:22 +11:00 |
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49b9230484
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Rename fs -> io
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2022-10-15 14:07:54 +11:00 |
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70fba04b2f
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Regression output: Hide boolean reference categories by default if reference category is False
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2022-10-15 01:42:06 +11:00 |
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d1249914ff
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Allow cols_for_formula and reference category detection to support explicit contrasts
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2022-10-15 01:35:49 +11:00 |
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0391877296
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Refactor parsing of Patsy formulas
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2022-10-15 00:54:46 +11:00 |
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b2aaaabb0e
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Improve pretty printing of regression results
Pretty print categorical variables and show reference category
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2022-10-14 21:57:22 +11:00 |
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e8e97f6073
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Implement anova_oneway
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2022-10-14 20:18:25 +11:00 |
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a753761675
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Style fixups
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2022-10-14 20:08:01 +11:00 |
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255ad100fd
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Refactor fmt_p
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2022-10-14 14:48:26 +11:00 |
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526d361338
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Implement RegressionResult.bayesfactor_beta_zero
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2022-10-14 14:21:36 +11:00 |
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bb534cb285
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vif: Allow computing VIF only for variables in the formula
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2022-10-14 14:08:51 +11:00 |
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461e00df78
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Implement PenalisedLogit
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2022-10-13 17:23:29 +11:00 |
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51008296c2
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Implement vif
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2022-10-13 16:46:53 +11:00 |
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987520e700
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Implement regression helpers
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2022-10-13 16:46:53 +11:00 |
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e1051d8aff
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Implement utilities for saving/loading pandas DataFrames to/from file
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2022-10-13 15:58:27 +11:00 |
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7e8418eb36
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Implement chi2
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2022-10-13 15:58:27 +11:00 |
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edc82c1658
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Implement mannwhitney
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2022-10-13 13:18:51 +11:00 |
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1fad506a5e
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Use pytest.approx in unit tests
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2022-10-13 12:53:52 +11:00 |
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6b43034a50
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Implement ttest_ind
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2022-10-13 12:53:18 +11:00 |
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97a01b4e80
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Implement ttest_ind
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2022-10-11 22:52:42 +11:00 |
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582cfa5893
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Implement transformed_dist
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2022-10-09 13:02:06 +11:00 |
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b8250054a2
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Implement truncated sum for calculating beta_oddsratio.cdf
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2022-10-07 22:12:55 +11:00 |
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cbb79207ae
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Implement beta_oddsratio
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2022-10-07 16:52:51 +11:00 |
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d3842e1645
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Implement hdi
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2022-10-06 18:47:24 +11:00 |
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e1fd73e095
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Add test case for beta_ratio.pdf/cdf/mean
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2022-10-06 18:30:25 +11:00 |
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fb1e03bfab
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Implement beta_ratio.from_scipy
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2022-10-05 21:50:16 +11:00 |
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006ddd2c41
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Publish beta ratio distribution
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2022-10-05 20:08:04 +11:00 |
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